When AI meets store layout design: a review

نویسندگان

چکیده

Abstract An efficient store layout presents merchandise to attract customer attention and encourages customers walk down more aisles which exposes them merchandise, has been shown be positively correlated with the sales. It is one of most effective in-store marketing tactics can directly influence decisions boost sales profitability. The recent development Artificial Intelligence techniques, especially its sub-fields in Computer Vision Deep Learning, enabled retail stores take advantage existing CCTV infrastructure extract business insights. This research aims conduct a comprehensive review on approaches design modern AI techniques that utilized task. Based this review, we propose an AI-powered framework. framework applies advanced data analysis top video surveillance understand, predict suggest better layout.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

When Machine Learning Meets AI and Game Theory

We study the problem of development of intelligent machine learning applications to exploit the problems of adaptation that arise in multi-agent systems, for expected-long-termprofit maximization. We present two results. First, we propose a learning algorithm for the Iterated Prisoners Dilemma (IPD) problem. Using numerical analysis we show that it performs strictly better than the tit-for-tat ...

متن کامل

Metadatabase Meets Distributed AI

Heterogeneous Distributed Database Management Systems (HDDBMS) involve the interoperability of data sources. One approach to achieve this type of integration is to build interfaces between the diierent databases being integrated. This approach holds, for a particular case, at a speciic point in time. In this case however, the database structures need to be adapted. Such adaptation is not advisa...

متن کامل

Plant Layout Design: A Review Survey

Plant layout design is related to the location of facilities (e.g. machines, departments) in a plant. They are known to greatly impact the system performance. Numerous research works related to facility layout have been published. A few literature reviews exist, but they are not recent or are restricted to certain specific aspects of these layout design. The literature analysis given here is re...

متن کامل

A column-store meets the point clouds

Dealing with LIDAR data in the context of database management systems calls for a re-assessment of their functionality, performance, and storage/processing limitations. The territory for efficient and scalable processing of LIDAR repositories using GIS enabled database systems is still largely unexplored. Bringing together hard core database management experts and GIS application developers is ...

متن کامل

AI meets Formal Software Development

This report documents the program and the outcomes of Dagstuhl Seminar 12271 “AI meets Formal Software Development”. This seminar brought together researchers from formal methods and AI. The participants addressed the issue of how AI can aid the formal software development process, including modelling and proof. There was a pleasing number of participants from industry and this made it possible...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Artificial Intelligence Review

سال: 2022

ISSN: ['0269-2821', '1573-7462']

DOI: https://doi.org/10.1007/s10462-022-10142-3